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The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.

, , , , and . SIGMOD Conference, page 535-550. ACM, (2018)

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Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation., , and . SIGMOD Conference, page 857-872. ACM, (2018)Online Model Management via Temporally Biased Sampling., , and . SIGMOD Record, 48 (1): 69-76 (2019)The Periodic Table of Data Structures., , , , , , , , , and 1 other author(s). IEEE Data Eng. Bull., 41 (3): 64-75 (2018)MotherNets: Rapid Deep Ensemble Learning., , , , and . MLSys, mlsys.org, (2020)Exact PPS sampling with bounded sample size., , and . Inf. Process. Lett., (August 2023)The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models., , , , and . SIGMOD Conference, page 535-550. ACM, (2018)Temporally-Biased Sampling Schemes for Online Model Management., , and . CoRR, (2019)Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity., , and . SIGMOD Conference, page 1640-1654. ACM, (2022)Learning Data Structure Alchemy., , , , , , , , , and 1 other author(s). IEEE Data Eng. Bull., 42 (2): 47-58 (2019)The Internals of the Data Calculator., , , , and . CoRR, (2018)